{"id":22482141,"url":"https://github.com/hamza-cpp/img-processing-labs","last_synced_at":"2025-03-27T19:18:36.458Z","repository":{"id":237756075,"uuid":"795107777","full_name":"Hamza-cpp/img-processing-labs","owner":"Hamza-cpp","description":null,"archived":false,"fork":false,"pushed_at":"2024-06-04T17:55:30.000Z","size":2346,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-01T22:12:22.840Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Hamza-cpp.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-05-02T15:44:45.000Z","updated_at":"2024-10-28T17:23:39.000Z","dependencies_parsed_at":null,"dependency_job_id":"5d269131-3527-4bc9-bda8-8f9142f6c6e3","html_url":"https://github.com/Hamza-cpp/img-processing-labs","commit_stats":null,"previous_names":["hamza-cpp/img-processing-labs"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hamza-cpp%2Fimg-processing-labs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hamza-cpp%2Fimg-processing-labs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hamza-cpp%2Fimg-processing-labs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hamza-cpp%2Fimg-processing-labs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Hamza-cpp","download_url":"https://codeload.github.com/Hamza-cpp/img-processing-labs/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245907557,"owners_count":20691956,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-12-06T16:19:35.074Z","updated_at":"2025-03-27T19:18:36.389Z","avatar_url":"https://github.com/Hamza-cpp.png","language":"Jupyter Notebook","readme":"# Image Processing Labs\n\nThis project contains a series of Jupyter notebooks and Python scripts that demonstrate the use of Fourier Transform for image analysis. Each lab focuses on different aspects of Fourier Transform and image processing techniques.\n\n## Project Structure\n\n- `lab1/` - Contains the first lab notebook focusing on image contrast correction and histogram visualization.\n- `lab2/` - Contains the second lab notebook which covers image noise analysis and filtering techniques.\n- `lab3/` - Contains the third lab notebook and a `ressources.py` script. This lab introduces Fourier Transform analysis with functions such as `fourier2d_all`, `fourier2d_single_frenquency`, `fourier2d_many_frequencies`, and `fourier2d_vue3d_old`.\n- `lab4/` - Contains the fourth lab notebook which delves into image segmentation techniques.\n- `lab5/` - Contains the fifth lab notebook focusing on image segmentaation using ***Region Growing*** Algorithm\n\nEach lab folder also contains a `resources/` directory with images and other files used in the lab exercises.\n\n## Prerequisites\n\n- Python 3.10 or higher\n- pip\n\n## Installation\n\n1. Clone this repository to your local machine.\n\n    ```sh\n    git clone https://github.com/Hamza-cpp/img-processing-labs\n    ```\n\n2. Navigate to the project directory.\n\n    ```sh\n    cd ./path/to/img-processing-labs\n    ```\n\n3. Create and activate the virtual env:\n\n    ```sh\n    python -m venv .venv \u0026\u0026 source .venv/bin/activate\n    ```\n\n4. Install the necessary dependencies using pip:\n\n    ```sh\n    pip install -U pip\n    pip install -r requirements.txt\n    ```\n\n## Running the Notebooks\n\nTo run the notebooks, you need to have Jupyter installed. If not, you can install it with:\n\n```bash\npip install jupyter\n```\n\nThen, you can start Jupyter by running:\n\n```bash\njupyter notebook\n```\n\nThis will open a web browser where you can navigate to the notebook files **.ipynb** and open them.\n\n## Contributing\n\nContributions are welcome. Please open an issue to discuss your idea or submit a Pull Request.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhamza-cpp%2Fimg-processing-labs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhamza-cpp%2Fimg-processing-labs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhamza-cpp%2Fimg-processing-labs/lists"}